Daily Schedule

Before Starting the Program

To-Do
Download and Install R	Link Video
Download and Install RStudio	Link Video
Setup RStudio	Video
Download packages	File Video
Alzheimer’s Disease	Link

Day 1 ● July 11 ● What is Data Science?

Time	Topic	Links
09:00 - 09:30	Welcome	Slides
09:35 - 10:30	Introduction to data science	Slides
10:45 - 12:00	Introduction to the capstone project	Slides

Day 2 ● July 12 ● Lab

Time	Topic	Links
09:00 - 10:00	Introduction to R	Slides
10:15 - 10:45	R packages	Slides
10:45 - 12:00	Importing data	Slides
1:00 - 1:45	Tidyverse	Slides
2:00 - 3:00	Data wrangling	Slides

Day 3 ● July 13 ● Exploratory data analysis

Time	Topic	Links
09:00 - 10:30	Describing data	Slides
10:45 - 12:00	Working on the capstone project	Slides File

Day 4 ● July 14 ● Lab

Time	Topic	Links
09:00 - 10:15	R Markdown	Slides
10:45 - 12:00	Practicing R Markdown
1:00 - 2:00	Data visualization in R	Slides
2:15 - 3:00	Practicing data visualization

Day 5 ● July 15 ● Introduction to probability

Time	Topic	Links
09:00 - 10:30	Introduction to probability	Slides
10:45 - 12:00	Probability through simulations	Slides File

Day 6 ● July 18 ● Estimation & hypothesis

Time	Topic	Links
09:00 - 10:00	Estimating	Slides
10:15 - 11:00	Hypothesis testing	Slides
11:15 - 12:00	Examples from the capstone project

Day 7 ● July 19 ● Lab

Time	Topic	Links
09:00 - 12:00	Estimation problems in the capstone project
1:00 - 3:00	Hypothesis testing problems in the capstone project

Day 8 ● July 20 ● Relationships

Time	Topic	Links
09:00 - 10:30	Exploring and examining relationships	Slides
10:45 - 12:00	Examples from the capstone project

Day 9 ● July 21 ● Lab

Time	Topic	Links
09:00 - 12:00	Exploring relationships in the capstone project
1:00 - 3:00	Examining relationship in the capstone project

Day 10 ● July 22 ● Regression

Time	Topic	Links
09:00 - 10:00	Linear regression	Slides
10:15 - 11:00	Logistic regression	Slides
11:15 - 12:00	Regression examples from the capstone project